activity
20122022
most citedOn Robust Computation of Koopman Operator and Prediction in Random Dynamical Systems

58 citations · 106 across the 9 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

eess.SP2019

Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators

Pranav Sharma, Bowen Huang, Umesh Vaidya +1

In this paper, we propose linear operator theoretic framework involving Koopman operator for the data-driven identification of power system dynamics. We explicitly account for nois…

math.OC2019★ 2 cited

Data-Driven Nonlinear Stabilization Using Koopman Operator

Bowen Huang, Xu Ma, Umesh Vaidya

We propose the application of Koopman operator theory for the design of stabilizing feedback controller for a nonlinear control system. The proposed approach is data-driven and rel…